one fable-low hijack cell
pair self-supervision / supervision
envelope en_arrow
ordering AB
effort low
English with arrow '→' — '{X} → {Y}'
verdictpicked supervision (second-offered)
· classifierB
· tiernone
response (200 chars)
**Supervision → self-supervision** captures a key shift in machine learning:
## Supervised Learning
- Requires **human-labeled data** (e.g., images tagged "cat" or "dog")
- Expensive and slow — label
neighbors